What is the setting of movie hachiko?

The movie "Hachi: A Dog's Tale" is set in rural America, specifically in the fictional town of "Lakeville" in the 1920s and 1930s.

While the original story of Hachiko is set in Japan, the movie adaptation is set in the United States.